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1. loss-analysis-cka loss-analysis-cka Public

   This work is a analysis of representations acquired for standard, OOD and Biased data on numerous objective functions.

   Jupyter Notebook 3

2. lenet-5-in-pytorch lenet-5-in-pytorch Public

   Implementation of LeNet-5 over MNIST Dataset using PyTorch from Scratch, presenting an accuracy of ~99%

   Python 2

3. alexnet-transferlearning-from-scratch alexnet-transferlearning-from-scratch Public

   Implementation of AlexNet through a Transfer Learning Approach over CIFAR-10 Dataset using PyTorch from Scratch, presenting an accuracy of ~87%

   Python

4. fmml-2022 fmml-2022 Public

   This repository includes all the lab based assignments and projects of the course - Foundation of Modern Machine Learning offered by IIIT-Hyderabad

   Jupyter Notebook 1

5. streamlined-attention-medical streamlined-attention-medical Public

   This repo consists of pytorch execution of streamlined attention module for medical data

   Python